Larocque D - Search Results

1

Ensemble methods for survival function estimation with time-varying covariates.

Yao W, Frydman H, Larocque D, Simonoff JS. Yao W, et al. Among authors: larocque d. Stat Methods Med Res. 2022 Nov;31(11):2217-2236. doi: 10.1177/09622802221111549. Epub 2022 Jul 27. Stat Methods Med Res. 2022. PMID: 35895510 Review.

2

Survival forests for data with dependent censoring.

Moradian H, Larocque D, Bellavance F. Moradian H, et al. Among authors: larocque d. Stat Methods Med Res. 2019 Feb;28(2):445-461. doi: 10.1177/0962280217727314. Epub 2017 Aug 24. Stat Methods Med Res. 2019. PMID: 28835170

3

Prediction intervals with random forests.

Roy MH, Larocque D. Roy MH, et al. Among authors: larocque d. Stat Methods Med Res. 2020 Jan;29(1):205-229. doi: 10.1177/0962280219829885. Epub 2019 Feb 21. Stat Methods Med Res. 2020. PMID: 30786820

4

Random forests for homogeneous and non-homogeneous Poisson processes with excess zeros.

Mathlouthi W, Larocque D, Fredette M. Mathlouthi W, et al. Among authors: larocque d. Stat Methods Med Res. 2020 Aug;29(8):2217-2237. doi: 10.1177/0962280219888741. Epub 2019 Nov 24. Stat Methods Med Res. 2020. PMID: 31762374

5

Covariance regression with random forests.

Alakus C, Larocque D, Labbe A. Alakus C, et al. Among authors: larocque d. BMC Bioinformatics. 2023 Jun 17;24(1):258. doi: 10.1186/s12859-023-05377-y. BMC Bioinformatics. 2023. PMID: 37330468 Free PMC article.

6

Global tests for novelty.

Ahonen I, Larocque D, Nevalainen J. Ahonen I, et al. Among authors: larocque d. Stat Methods Med Res. 2017 Aug;26(4):1867-1880. doi: 10.1177/0962280215591236. Epub 2015 Jul 6. Stat Methods Med Res. 2017. PMID: 26152747

7

Non-parametric individual treatment effect estimation for survival data with random forests.

Tabib S, Larocque D. Tabib S, et al. Among authors: larocque d. Bioinformatics. 2020 Jan 15;36(2):629-636. doi: 10.1093/bioinformatics/btz602. Bioinformatics. 2020. PMID: 31373350

8

Conditional canonical correlation estimation based on covariates with random forests.

Alakuş C, Larocque D, Jacquemont S, Barlaam F, Martin CO, Agbogba K, Lippé S, Labbe A. Alakuş C, et al. Among authors: larocque d. Bioinformatics. 2021 Sep 9;37(17):2714-2721. doi: 10.1093/bioinformatics/btab158. Bioinformatics. 2021. PMID: 33693547

9

L₁ splitting rules in survival forests.

Moradian H, Larocque D, Bellavance F. Moradian H, et al. Among authors: larocque d. Lifetime Data Anal. 2017 Oct;23(4):671-691. doi: 10.1007/s10985-016-9372-1. Epub 2016 Jul 5. Lifetime Data Anal. 2017. PMID: 27379423

10

Functional Kernel Density Estimation: Point and Fourier Approaches to Time Series Anomaly Detection.

Lindstrom MR, Jung H, Larocque D. Lindstrom MR, et al. Among authors: larocque d. Entropy (Basel). 2020 Nov 30;22(12):1363. doi: 10.3390/e22121363. Entropy (Basel). 2020. PMID: 33266340 Free PMC article.

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